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PH1 Expertise

AI Research Operations & Repositories

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PH1 Expertise

AI Research Operations & Repositories

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PH1 Expertise

AI Research Operations & Repositories

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PH1 core capbility

YEARS EXPERIENCE

9 to 10 years

TYPICAL CLIENT

Head of Insights, Chief Product Officer, Research Operations Manager

NECESSARY TIMELINE

2 to 3 months

Our POV

Research nobody can find gets commissioned twice. Most repositories are archives — everything is in there, and nothing can be retrieved in the form a specific question needs.

Structuring for retrieval rather than storage is also what makes research usable by an AI workflow. A model can only work with evidence that has been organised for it, which is a research operations problem before it is a technology one.

What We Do

Structure for the question, not the study. Findings tagged and organised so they can be retrieved by topic, segment, product area or decision rather than by which project produced them.

Build the AI layer deliberately. Transcription, tagging and retrieval that genuinely saves time, with curated evaluation so quality holds as volume grows.

Make it maintainable. Governance and workflow so the repository stays current after the engagement, rather than decaying into another archive.

What We'll Deliver

  • Repository structured for retrieval against real questions

  • Taxonomy covering topic, segment, product area and decision

  • AI-assisted transcription, tagging and retrieval configured

  • Curated evaluation so retrieval quality holds as volume grows

  • Governance and workflow for keeping it current

  • Training so your team maintains it without us

When This is Essential

  • The same research keeps being commissioned twice

  • Findings exist but cannot be retrieved when a decision needs them

  • An AI workflow needs research evidence it can actually use

  • Several teams store research in different places and formats

  • A repository exists and nobody uses it

Combine With These Services

Part of Research Operations and AI Product Evaluation.

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Submissions

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